update for redisvl 0.8.0

content/develop/ai/redisvl/api/_index.md

@@ -3,8 +3,6 @@ linkTitle: RedisVL API
 title: RedisVL API
 weight: 5
 hideListLinks: true
-aliases:
-- /integrate/redisvl/api
 ---
 
 
@@ -59,6 +57,3 @@ Reference documentation for the RedisVL API.
   * [Route](router/#route)
   * [Route Match](router/#route-match)
   * [Distance Aggregation Method](router/#distance-aggregation-method)
-* [Threshold Optimizers](threshold_optimizer/)
-  * [CacheThresholdOptimizer](threshold_optimizer/#cachethresholdoptimizer)
-  * [RouterThresholdOptimizer](threshold_optimizer/#routerthresholdoptimizer)

content/develop/ai/redisvl/api/cache.md

@@ -1,8 +1,6 @@
 ---
 linkTitle: LLM cache
 title: LLM Cache
-aliases:
-- /integrate/redisvl/api/cache
 ---
 
 
@@ -79,7 +77,7 @@ LLM responses.
 
 ```python
 response = await cache.acheck(
-    prompt="What is the captial city of France?"
+    prompt="What is the capital city of France?"
 )
 ```
 
@@ -169,7 +167,7 @@ Async stores the specified key-value pair in the cache along with metadata.
 
 ```python
 key = await cache.astore(
-    prompt="What is the captial city of France?",
+    prompt="What is the capital city of France?",
     response="Paris",
     metadata={"city": "Paris", "country": "France"}
 )
@@ -233,7 +231,7 @@ LLM responses.
 
 ```python
 response = cache.check(
-    prompt="What is the captial city of France?"
+    prompt="What is the capital city of France?"
 )
 ```
 
@@ -347,7 +345,7 @@ Stores the specified key-value pair in the cache along with metadata.
 
 ```python
 key = cache.store(
-    prompt="What is the captial city of France?",
+    prompt="What is the capital city of France?",
     response="Paris",
     metadata={"city": "Paris", "country": "France"}
 )
@@ -408,7 +406,7 @@ The default TTL, in seconds, for entries in the cache.
 
 <a id="embeddings-cache-api"></a>
 
-### `class EmbeddingsCache(name='embedcache', ttl=None, redis_client=None, redis_url='redis://localhost:6379', connection_kwargs={})`
+### `class EmbeddingsCache(name='embedcache', ttl=None, redis_client=None, async_redis_client=None, redis_url='redis://localhost:6379', connection_kwargs={})`
 
 Bases: `BaseCache`
 
@@ -419,9 +417,10 @@ Initialize an embeddings cache.
 * **Parameters:**
   * **name** (*str*) – The name of the cache. Defaults to “embedcache”.
   * **ttl** (*Optional* *[* *int* *]*) – The time-to-live for cached embeddings. Defaults to None.
-  * **redis_client** (*Optional* *[* *Redis* *]*) – Redis client instance. Defaults to None.
+  * **redis_client** (*Optional* *[* *SyncRedisClient* *]*) – Redis client instance. Defaults to None.
   * **redis_url** (*str*) – Redis URL for connection. Defaults to “redis://localhost:6379”.
   * **connection_kwargs** (*Dict* *[* *str* *,* *Any* *]*) – Redis connection arguments. Defaults to {}.
+  * **async_redis_client** (*Redis* *|* *RedisCluster* *|* *None*)
 * **Raises:**
   **ValueError** – If vector dimensions are invalid
 

content/develop/ai/redisvl/api/filter.md

@@ -1,8 +1,6 @@
 ---
 linkTitle: Filter
 title: Filter
-aliases:
-- /integrate/redisvl/api/filter
 ---
 
 

content/develop/ai/redisvl/api/message_history.md

@@ -1,8 +1,6 @@
 ---
 linkTitle: LLM message history
 title: LLM Message History
-aliases:
-- /integrate/redisvl/api/message_history
 ---
 
 
@@ -93,7 +91,7 @@ Remove a specific exchange from the message history.
 
 #### `get_recent(top_k=5, as_text=False, raw=False, session_tag=None)`
 
-Retreive the recent message history in sequential order.
+Retrieve the recent message history in sequential order.
 
 * **Parameters:**
   * **top_k** (*int*) – The number of previous exchanges to return. Default is 5.

content/develop/ai/redisvl/api/query.md

@@ -1,8 +1,6 @@
 ---
 linkTitle: Query
 title: Query
-aliases:
-- /integrate/redisvl/api/query
 ---
 
 
@@ -174,6 +172,8 @@ Add fields to return fields.
 Use a different scoring function to evaluate document relevance.
 Default is TFIDF.
 
+Since Redis 8.0 default was changed to BM25STD.
+
 * **Parameters:**
   **scorer** (*str*) – The scoring function to use
   (e.g. TFIDF.DOCNORM or BM25)
@@ -488,6 +488,8 @@ Add fields to return fields.
 Use a different scoring function to evaluate document relevance.
 Default is TFIDF.
 
+Since Redis 8.0 default was changed to BM25STD.
+
 * **Parameters:**
   **scorer** (*str*) – The scoring function to use
   (e.g. TFIDF.DOCNORM or BM25)
@@ -934,7 +936,7 @@ A query for running a full text search, along with an optional filter expression
   * **text_field_name** (*str*) – The name of the document field to perform text search on.
   * **text_scorer** (*str* *,* *optional*) – The text scoring algorithm to use.
     Defaults to BM25STD. Options are {TFIDF, BM25STD, BM25, TFIDF.DOCNORM, DISMAX, DOCSCORE}.
-    See [https://redis.io/docs/latest/develop/ai/search-and-query/advanced-concepts/scoring/](https://redis.io/docs/latest/develop/ai/search-and-query/advanced-concepts/scoring/)
+    See [https://redis.io/docs/latest/develop/interact/search-and-query/advanced-concepts/scoring/](https://redis.io/docs/latest/develop/interact/search-and-query/advanced-concepts/scoring/)
   * **filter_expression** (*Union* *[* *str* *,* [*FilterExpression*]({{< relref "filter/#filterexpression" >}}) *]* *,* *optional*) – A filter to apply
     along with the text search. Defaults to None.
   * **return_fields** (*List* *[* *str* *]*) – The declared fields to return with search
@@ -1070,6 +1072,8 @@ Add fields to return fields.
 Use a different scoring function to evaluate document relevance.
 Default is TFIDF.
 
+Since Redis 8.0 default was changed to BM25STD.
+
 * **Parameters:**
   **scorer** (*str*) – The scoring function to use
   (e.g. TFIDF.DOCNORM or BM25)
@@ -1282,6 +1286,8 @@ Add fields to return fields.
 Use a different scoring function to evaluate document relevance.
 Default is TFIDF.
 
+Since Redis 8.0 default was changed to BM25STD.
+
 * **Parameters:**
   **scorer** (*str*) – The scoring function to use
   (e.g. TFIDF.DOCNORM or BM25)
@@ -1499,6 +1505,8 @@ Add fields to return fields.
 Use a different scoring function to evaluate document relevance.
 Default is TFIDF.
 
+Since Redis 8.0 default was changed to BM25STD.
+
 * **Parameters:**
   **scorer** (*str*) – The scoring function to use
   (e.g. TFIDF.DOCNORM or BM25)

content/develop/ai/redisvl/api/reranker.md

@@ -1,8 +1,6 @@
 ---
 linkTitle: Rerankers
 title: Rerankers
-aliases:
-- /integrate/redisvl/api/reranker
 ---
 
 

content/develop/ai/redisvl/api/router.md

@@ -1,8 +1,6 @@
 ---
 linkTitle: Semantic router
 title: Semantic Router
-aliases:
-- /integrate/redisvl/api/router
 ---
 
 
@@ -21,7 +19,7 @@ Initialize the SemanticRouter.
   * **routes** (*List* *[*[Route](#route) *]*) – List of Route objects.
   * **vectorizer** (*BaseVectorizer* *,* *optional*) – The vectorizer used to embed route references. Defaults to default HFTextVectorizer.
   * **routing_config** ([RoutingConfig](#routingconfig) *,* *optional*) – Configuration for routing behavior. Defaults to the default RoutingConfig.
-  * **redis_client** (*Optional* *[* *Redis* *]* *,* *optional*) – Redis client for connection. Defaults to None.
+  * **redis_client** (*Optional* *[* *SyncRedisClient* *]* *,* *optional*) – Redis client for connection. Defaults to None.
   * **redis_url** (*str* *,* *optional*) – The redis url. Defaults to redis://localhost:6379.
   * **overwrite** (*bool* *,* *optional*) – Whether to overwrite existing index. Defaults to False.
   * **connection_kwargs** (*Dict* *[* *str* *,* *Any* *]*) – The connection arguments
@@ -99,7 +97,7 @@ Return SemanticRouter instance from existing index.
 
 * **Parameters:**
   * **name** (*str*)
-  * **redis_client** (*Redis* *|* *None*)
+  * **redis_client** (*Redis* *|* *RedisCluster* *|* *None*)
   * **redis_url** (*str*)
 * **Return type:**
   [SemanticRouter](#semanticrouter)

content/develop/ai/redisvl/api/schema.md

@@ -1,8 +1,6 @@
 ---
 linkTitle: Schema
 title: Schema
-aliases:
-- /integrate/redisvl/api/schema
 ---